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Architecting Effectual Computation for Machine Learning Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 10, 页码: 2654-2667
作者:  Lu, Hang;  Zhang, Mingzhe;  Han, Yinhe;  Wang, Qi;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载:88/0  |  提交时间:2020/12/10
Computational modeling  Throughput  Adders  Machine learning  Acceleration  Kernel  Computational efficiency  Accelerator architectures  neural network hardware  multiplying circuits  
Write Back Energy Optimization for STT-MRAM-based Last-level Cache with Data Pattern Characterization 期刊论文
ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2020, 卷号: 16, 期号: 3, 页码: 18
作者:  Ni, Jiacheng;  Liu, Keren;  Wu, Bi;  Zhao, Weisheng;  Cheng, Yuanqing;  Zhang, Xiaolong;  Wang, Ying
收藏  |  浏览/下载:54/0  |  提交时间:2020/12/10
STT-MRAM  write energy reductions  data patterns  cache hierarchy  
Self-Aware Neural Network Systems: A Survey and New Perspective 期刊论文
PROCEEDINGS OF THE IEEE, 2020, 卷号: 108, 期号: 7, 页码: 1047-1067
作者:  Du, Zidong;  Guo, Qi;  Zhao, Yongwei;  Chen, Yunji;  Xu, Zhiwei;  Zhi, Tian
收藏  |  浏览/下载:49/0  |  提交时间:2020/12/10
Artificial neural networks  Neurons  Self-aware  Monitoring  Sensors  Program processors  Logic gates  Self-aware neural network (NN) processors  
Optimizing TCP Loss Recovery Performance Over Mobile Data Networks 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2020, 卷号: 19, 期号: 6, 页码: 1401-1419
作者:  Liu, Ke;  Zha, Zhongbin;  Wan, Wenkai;  Aggarwal, Vaneet;  Fu, Binzhang;  Chen, Mingyu
收藏  |  浏览/下载:47/0  |  提交时间:2020/12/10
Throughput  Bandwidth  Microsoft Windows  Linux  Kernel  Degradation  Packet loss  TCP  loss recovery  mobile data network  opportunistic retransmission  application stall  
HPC software capability landscape in China 期刊论文
INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS, 2020, 卷号: 34, 期号: 1, 页码: 115-153
作者:  Chen, Daobi;  Yuan, Liang;  Zhang, Yunquan;  Yan, Jingfu;  Kahaner, David
收藏  |  浏览/下载:40/0  |  提交时间:2020/12/10
Advanced materials  artificial intelligence  AI  biotechnology  biotech  earth sciences  education  energy  power  natural resources  engineering  environmental  pollution  government S&T policy  funding  high-performance computing (HPC)  hw  sw  apps  information technology  IT  manufacturing  mathematics  meteorology  modeling  simulation  physics  space  satellite  aerospace